Julius Center, dept. Data Science & Biostatistics

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  • 2024

    Image Generation with Interactive Evolutionary System using Bayesian Optimization

    Rueda-Arango, Y. D., Rojas-Velazquez, D., Gorelova, A. V., Garssen, J., Tonda, A. & Lopez-Rincon, A., 2024, 2024 16th International Conference on Human System Interaction, HSI 2024. IEEE Computer Society Press, 7 p. (International Conference on Human System Interaction, HSI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Machine-Learning Analysis of mRNA: An Application to Inflammatory Bowel Disease

    Rojas-Velazquez, D., Kidwai, S., De Vries, L., Tozser, P., Valencia-Rosado, L. O., Garssen, J., Tonda, A. & Lopez-Rincon, A., 2024, 2024 16th International Conference on Human System Interaction, HSI 2024. IEEE Computer Society Press, 7 p. (International Conference on Human System Interaction, HSI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2023

    Feature Selection Applied to Microbiome for Drug Discovery

    Rojas-Velazquez, D., Kidwai, S., Cerezin, L., de Vries, L., Besermenji, K., Perez-Pardo, P. & Lopez-Rincon, A., 15 May 2023, CMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023). Paris, France

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction

    Rojas-Velazquez, D., Tonda, A., Rodriguez-Guerra, I., Kraneveld, A. D. & Lopez-Rincon, A., 2023, Applications of Evolutionary Computation - 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Proceedings. Correia, J., Smith, S. & Qaddoura, R. (eds.). Cham: Springer Nature Switzerland AG, p. 703-717 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13989 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Using Machine Learning for Drug Discovery in IBD

    Kidwai, S., Rojas-Velazquez, D., Kožinec, D., Vaišvilas, L., Perez-Pardo, P. & Lopez-Rincon, A., 1 May 2023, CMBBE 2023 - 18th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2023). Paris, France: HAL open science, p. 1-2 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2021

    Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation

    Lopez-Rincon, A., Roozendaal, D. S., Spierenburg, H. M., Holm, A. L., Metcalf, R., Perez-Pardo, P., Kraneveld, A. D. & Tonda, A., 2021, Applications of Evolutionary Computation. Castillo, P. A. & Jiménez Laredo, J. L. (eds.). Cham: Springer International Publishing, p. 359-372 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2020

    Automatic ICD-10 classification of diseases from Dutch discharge letters

    Bagheri, A., Sammani, A., van der Heijden, P. G. M., Asselbergs, F. W. & Oberski, D. L., 2020, BIOINFORMATICS 2020 - 11th International Conference on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020. De Maria, E., Fred, A. & Gamboa, H. (eds.). SciTePress, p. 281-289 9 p. (BIOINFORMATICS 2020 - 11th International Conference on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    7 Citations (Scopus)